Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	150000
Missing cells	19168
Missing cells (%)	0.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.5 MiB
Average record size in memory	248.0 B

Variable types

Numeric	27
Categorical	4

Alerts

`offerType` has constant value "0"	Constant
`seller` is highly imbalanced (> 99.9%)	Imbalance
`bodyType` has 4506 (3.0%) missing values	Missing
`fuelType` has 8680 (5.8%) missing values	Missing
`gearbox` has 5981 (4.0%) missing values	Missing
`power` is highly skewed (γ1 = 65.86317787)	Skewed
`creatDate` is highly skewed (γ1 = -79.01331042)	Skewed
`SaleID` is uniformly distributed	Uniform
`SaleID` has unique values	Unique
`model` has 11762 (7.8%) zeros	Zeros
`brand` has 31480 (21.0%) zeros	Zeros
`bodyType` has 41420 (27.6%) zeros	Zeros
`fuelType` has 91656 (61.1%) zeros	Zeros
`power` has 12829 (8.6%) zeros	Zeros
`v_5` has 4485 (3.0%) zeros	Zeros
`v_6` has 35465 (23.6%) zeros	Zeros
`v_7` has 5467 (3.6%) zeros	Zeros
`v_8` has 1597 (1.1%) zeros	Zeros
`v_9` has 3486 (2.3%) zeros	Zeros

Reproduction

Analysis started	2024-06-28 07:14:14.725777
Analysis finished	2024-06-28 07:14:46.417749
Duration	31.69 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

SaleID
Real number (ℝ)

UNIFORM UNIQUE

Distinct	150000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74999.5

Minimum	0
Maximum	149999
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	7499.95
Q1	37499.75
median	74999.5
Q3	112499.25
95-th percentile	142499.05
Maximum	149999
Range	149999
Interquartile range (IQR)	74999.5

Descriptive statistics

Standard deviation	43301.415
Coefficient of variation (CV)	0.57735604
Kurtosis	-1.2
Mean	74999.5
Median Absolute Deviation (MAD)	37500
Skewness	0
Sum	1.1249925 × 10¹⁰
Variance	1.8750125 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
100012	1	< 0.1%
99996	1	< 0.1%
99997	1	< 0.1%
99998	1	< 0.1%
99999	1	< 0.1%
100000	1	< 0.1%
100001	1	< 0.1%
100002	1	< 0.1%
100003	1	< 0.1%
Other values (149990)	149990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
149999	1	< 0.1%
149998	1	< 0.1%
149997	1	< 0.1%
149996	1	< 0.1%
149995	1	< 0.1%
149994	1	< 0.1%
149993	1	< 0.1%
149992	1	< 0.1%
149991	1	< 0.1%
149990	1	< 0.1%

name
Real number (ℝ)

Distinct	99662
Distinct (%)	66.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68349.173

Minimum	0
Maximum	196812
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	811
Q1	11156
median	51638
Q3	118841.25
95-th percentile	180617.05
Maximum	196812
Range	196812
Interquartile range (IQR)	107685.25

Descriptive statistics

Standard deviation	61103.875
Coefficient of variation (CV)	0.89399582
Kurtosis	-1.0399446
Mean	68349.173
Median Absolute Deviation (MAD)	46018
Skewness	0.55760576
Sum	1.0252376 × 10¹⁰
Variance	3.7336836 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
708	282	0.2%
387	282	0.2%
55	280	0.2%
1541	263	0.2%
203	233	0.2%
53	221	0.1%
713	217	0.1%
290	197	0.1%
1186	184	0.1%
911	182	0.1%
Other values (99652)	147659	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
6	35	< 0.1%
7	1	< 0.1%
9	6	< 0.1%
10	22	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	6	< 0.1%

Value	Count	Frequency (%)
196812	1	< 0.1%
196811	1	< 0.1%
196810	1	< 0.1%
196809	1	< 0.1%
196807	1	< 0.1%
196800	1	< 0.1%
196796	1	< 0.1%
196795	1	< 0.1%
196794	1	< 0.1%
196793	1	< 0.1%

regDate
Real number (ℝ)

Distinct	3894
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20034171

Minimum	19910001
Maximum	20151212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	19910001
5-th percentile	19950209
Q1	19990912
median	20030912
Q3	20071109
95-th percentile	20120811
Maximum	20151212
Range	241211
Interquartile range (IQR)	80197

Descriptive statistics

Standard deviation	53649.879
Coefficient of variation (CV)	0.0026779187
Kurtosis	-0.69730783
Mean	20034171
Median Absolute Deviation (MAD)	40096
Skewness	0.028495079
Sum	3.0051256 × 10¹²
Variance	2.8783095 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000008	180	0.1%
20000011	158	0.1%
20000010	157	0.1%
20000004	157	0.1%
20000002	155	0.1%
20000009	154	0.1%
20000005	151	0.1%
20000001	149	0.1%
20000006	143	0.1%
20000007	142	0.1%
Other values (3884)	148454	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19910001	14	< 0.1%
19910002	14	< 0.1%
19910003	12	< 0.1%
19910004	11	< 0.1%
19910005	15	< 0.1%
19910006	15	< 0.1%
19910007	18	< 0.1%
19910008	15	< 0.1%
19910009	15	< 0.1%
19910010	15	< 0.1%

Value	Count	Frequency (%)
20151212	1	< 0.1%
20151211	3	< 0.1%
20151210	5	< 0.1%
20151209	1	< 0.1%
20151208	4	< 0.1%
20151207	8	< 0.1%
20151206	6	< 0.1%
20151205	4	< 0.1%
20151204	2	< 0.1%
20151203	6	< 0.1%

model
Real number (ℝ)

ZEROS

Distinct	248
Distinct (%)	0.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	47.129021

Minimum	0
Maximum	247
Zeros	11762
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	30
Q3	66
95-th percentile	162
Maximum	247
Range	247
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	49.53604
Coefficient of variation (CV)	1.051073
Kurtosis	1.7404832
Mean	47.129021
Median Absolute Deviation (MAD)	24
Skewness	1.4843877
Sum	7069306
Variance	2453.8192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11762	7.8%
19	9573	6.4%
4	8445	5.6%
1	6038	4.0%
29	5186	3.5%
48	5052	3.4%
40	4502	3.0%
26	4496	3.0%
8	4391	2.9%
31	3827	2.6%
Other values (238)	86727	57.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11762	7.8%
1	6038	4.0%
2	286	0.2%
3	920	0.6%
4	8445	5.6%
5	2063	1.4%
6	301	0.2%
7	1460	1.0%
8	4391	2.9%
9	55	< 0.1%

Value	Count	Frequency (%)
247	1	< 0.1%
246	7	< 0.1%
245	2	< 0.1%
244	3	< 0.1%
243	4	< 0.1%
242	2	< 0.1%
241	10	< 0.1%
240	2	< 0.1%
239	14	< 0.1%
238	44	< 0.1%

brand
Real number (ℝ)

ZEROS

Distinct	40
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0527333

Minimum	0
Maximum	39
Zeros	31480
Zeros (%)	21.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	13
95-th percentile	25
Maximum	39
Range	39
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.8649563
Coefficient of variation (CV)	0.97668158
Kurtosis	1.0762015
Mean	8.0527333
Median Absolute Deviation (MAD)	5
Skewness	1.1507603
Sum	1207910
Variance	61.857538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	31480	21.0%
4	16737	11.2%
14	16089	10.7%
10	14249	9.5%
1	13794	9.2%
6	10217	6.8%
9	7306	4.9%
5	4665	3.1%
13	3817	2.5%
11	2945	2.0%
Other values (30)	28701	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31480	21.0%
1	13794	9.2%
2	321	0.2%
3	2461	1.6%
4	16737	11.2%
5	4665	3.1%
6	10217	6.8%
7	2361	1.6%
8	2077	1.4%
9	7306	4.9%

Value	Count	Frequency (%)
39	9	< 0.1%
38	65	< 0.1%
37	333	0.2%
36	228	0.2%
35	180	0.1%
34	227	0.2%
33	218	0.1%
32	592	0.4%
31	318	0.2%
30	940	0.6%

bodyType
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	4506
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7923694

Minimum	0
Maximum	7
Zeros	41420
Zeros (%)	27.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	7
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7606395
Coefficient of variation (CV)	0.98229721
Kurtosis	0.20693693
Mean	1.7923694
Median Absolute Deviation (MAD)	1
Skewness	0.99152994
Sum	260779
Variance	3.0998515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	41420	27.6%
1	35272	23.5%
2	30324	20.2%
3	13491	9.0%
4	9609	6.4%
5	7607	5.1%
6	6482	4.3%
7	1289	0.9%
(Missing)	4506	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41420	27.6%
1	35272	23.5%
2	30324	20.2%
3	13491	9.0%
4	9609	6.4%
5	7607	5.1%
6	6482	4.3%
7	1289	0.9%

Value	Count	Frequency (%)
7	1289	0.9%
6	6482	4.3%
5	7607	5.1%
4	9609	6.4%
3	13491	9.0%
2	30324	20.2%
1	35272	23.5%
0	41420	27.6%

fuelType
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	8680
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.37584206

Minimum	0
Maximum	6
Zeros	91656
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.54867662
Coefficient of variation (CV)	1.4598596
Kurtosis	5.8800487
Mean	0.37584206
Median Absolute Deviation (MAD)	0
Skewness	1.595486
Sum	53114
Variance	0.30104604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	91656	61.1%
1	46991	31.3%
2	2212	1.5%
3	262	0.2%
4	118	0.1%
5	45	< 0.1%
6	36	< 0.1%
(Missing)	8680	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91656	61.1%
1	46991	31.3%
2	2212	1.5%
3	262	0.2%
4	118	0.1%
5	45	< 0.1%
6	36	< 0.1%

Value	Count	Frequency (%)
6	36	< 0.1%
5	45	< 0.1%
4	118	0.1%
3	262	0.2%
2	2212	1.5%
1	46991	31.3%
0	91656	61.1%

gearbox
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	5981
Missing (%)	4.0%
Memory size	1.1 MiB

0.0	111623
1.0	32396

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	432057
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	111623	74.4%
1.0	32396	21.6%
(Missing)	5981	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	111623	77.5%
1.0	32396	22.5%

Most occurring characters

Value	Count	Frequency (%)
0	255642	59.2%
.	144019	33.3%
1	32396	7.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	288038	66.7%
Other Punctuation	144019	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	255642	88.8%
1	32396	11.2%

Other Punctuation

Value	Count	Frequency (%)
.	144019	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	432057	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	255642	59.2%
.	144019	33.3%
1	32396	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	432057	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	255642	59.2%
.	144019	33.3%
1	32396	7.5%

power
Real number (ℝ)

SKEWED ZEROS

Distinct	566
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119.31655

Minimum	0
Maximum	19312
Zeros	12829
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	75
median	110
Q3	150
95-th percentile	232
Maximum	19312
Range	19312
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	177.16842
Coefficient of variation (CV)	1.4848604
Kurtosis	5733.4511
Mean	119.31655
Median Absolute Deviation (MAD)	37
Skewness	65.863178
Sum	17897482
Variance	31388.649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12829	8.6%
75	9593	6.4%
150	6495	4.3%
60	6374	4.2%
140	5963	4.0%
101	5537	3.7%
116	5177	3.5%
90	4890	3.3%
170	4791	3.2%
105	4457	3.0%
Other values (556)	83894	55.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12829	8.6%
1	8	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	9	< 0.1%
5	42	< 0.1%
6	5	< 0.1%
7	3	< 0.1%
8	3	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
19312	1	< 0.1%
17932	1	< 0.1%
17700	1	< 0.1%
17410	1	< 0.1%
17322	1	< 0.1%
17011	1	< 0.1%
16312	1	< 0.1%
14009	1	< 0.1%
13636	1	< 0.1%
12684	1	< 0.1%

kilometer
Real number (ℝ)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.59716

Minimum	0.5
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.5
5-th percentile	4
Q1	12.5
median	15
Q3	15
95-th percentile	15
Maximum	15
Range	14.5
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	3.9195755
Coefficient of variation (CV)	0.31114755
Kurtosis	1.1419342
Mean	12.59716
Median Absolute Deviation (MAD)	0
Skewness	-1.5259214
Sum	1889574
Variance	15.363072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
15	96877	64.6%
12.5	15722	10.5%
10	6459	4.3%
9	5257	3.5%
8	4573	3.0%
7	4084	2.7%
6	3725	2.5%
5	3144	2.1%
4	2718	1.8%
3	2501	1.7%
Other values (3)	4940	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1840	1.2%
1	746	0.5%
2	2354	1.6%
3	2501	1.7%
4	2718	1.8%
5	3144	2.1%
6	3725	2.5%
7	4084	2.7%
8	4573	3.0%
9	5257	3.5%

Value	Count	Frequency (%)
15	96877	64.6%
12.5	15722	10.5%
10	6459	4.3%
9	5257	3.5%
8	4573	3.0%
7	4084	2.7%
6	3725	2.5%
5	3144	2.1%
4	2718	1.8%
3	2501	1.7%

notRepairedDamage
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0.0	111361
-	24324
1.0	14315

Length

Max length	3
Median length	3
Mean length	2.67568
Min length	1

Characters and Unicode

Total characters	401352
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	-
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	111361	74.2%
-	24324	16.2%
1.0	14315	9.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	111361	74.2%
	24324	16.2%
1.0	14315	9.5%

Most occurring characters

Value	Count	Frequency (%)
0	237037	59.1%
.	125676	31.3%
-	24324	6.1%
1	14315	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	251352	62.6%
Other Punctuation	125676	31.3%
Dash Punctuation	24324	6.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	237037	94.3%
1	14315	5.7%

Other Punctuation

Value	Count	Frequency (%)
.	125676	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	24324	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	401352	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	237037	59.1%
.	125676	31.3%
-	24324	6.1%
1	14315	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	401352	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	237037	59.1%
.	125676	31.3%
-	24324	6.1%
1	14315	3.6%

regionCode
Real number (ℝ)

Distinct	7905
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2583.0773

Minimum	0
Maximum	8120
Zeros	63
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	188
Q1	1018
median	2196
Q3	3843
95-th percentile	6244.05
Maximum	8120
Range	8120
Interquartile range (IQR)	2825

Descriptive statistics

Standard deviation	1885.3632
Coefficient of variation (CV)	0.72989037
Kurtosis	-0.34083178
Mean	2583.0773
Median Absolute Deviation (MAD)	1349
Skewness	0.68888118
Sum	3.8746159 × 10⁸
Variance	3554594.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
419	369	0.2%
764	258	0.2%
125	137	0.1%
176	136	0.1%
462	134	0.1%
428	132	0.1%
1184	130	0.1%
24	130	0.1%
122	129	0.1%
828	126	0.1%
Other values (7895)	148319	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	< 0.1%
1	17	< 0.1%
2	26	< 0.1%
3	30	< 0.1%
4	65	< 0.1%
5	39	< 0.1%
6	40	< 0.1%
7	7	< 0.1%
8	25	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
8120	1	< 0.1%
8117	1	< 0.1%
8113	1	< 0.1%
8112	1	< 0.1%
8109	1	< 0.1%
8107	1	< 0.1%
8106	1	< 0.1%
8105	1	< 0.1%
8104	1	< 0.1%
8103	2	< 0.1%

seller
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	149999
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	150000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	150000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	150000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	149999	> 99.9%
1	1	< 0.1%

offerType
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	150000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	150000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	150000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	150000	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	150000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	150000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	150000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	150000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	150000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	150000	100.0%

creatDate
Real number (ℝ)

SKEWED

Distinct	96
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20160331

Minimum	20150618
Maximum	20160407
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	20150618
5-th percentile	20160307
Q1	20160313
median	20160321
Q3	20160329
95-th percentile	20160404
Maximum	20160407
Range	9789
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	106.73281
Coefficient of variation (CV)	5.2941993 × 10^-6
Kurtosis	6881.0803
Mean	20160331
Median Absolute Deviation (MAD)	8
Skewness	-79.01331
Sum	3.0240496 × 10¹²
Variance	11391.892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20160403	5848	3.9%
20160404	5606	3.7%
20160320	5485	3.7%
20160312	5383	3.6%
20160402	5382	3.6%
20160321	5361	3.6%
20160314	5278	3.5%
20160328	5218	3.5%
20160319	5213	3.5%
20160307	5203	3.5%
Other values (86)	96023	64.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20150618	1	< 0.1%
20150807	1	< 0.1%
20150810	1	< 0.1%
20150904	2	< 0.1%
20150909	1	< 0.1%
20151108	1	< 0.1%
20151112	1	< 0.1%
20151117	1	< 0.1%
20151123	2	< 0.1%
20151124	2	< 0.1%

Value	Count	Frequency (%)
20160407	223	0.1%
20160406	505	0.3%
20160405	1688	1.1%
20160404	5606	3.7%
20160403	5848	3.9%
20160402	5382	3.6%
20160401	5092	3.4%
20160331	4769	3.2%
20160330	5075	3.4%
20160329	5106	3.4%

price
Real number (ℝ)

Distinct	3763
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5923.3273

Minimum	11
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	11
5-th percentile	400
Q1	1300
median	3250
Q3	7700
95-th percentile	19970
Maximum	99999
Range	99988
Interquartile range (IQR)	6400

Descriptive statistics

Standard deviation	7501.9985
Coefficient of variation (CV)	1.2665176
Kurtosis	18.995183
Mean	5923.3273
Median Absolute Deviation (MAD)	2351
Skewness	3.3464868
Sum	8.884991 × 10⁸
Variance	56279981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500	2337	1.6%
1500	2158	1.4%
1200	1922	1.3%
1000	1850	1.2%
2500	1821	1.2%
600	1535	1.0%
3500	1533	1.0%
800	1513	1.0%
2000	1378	0.9%
999	1356	0.9%
Other values (3753)	132597	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
12	3	< 0.1%
13	6	< 0.1%
14	1	< 0.1%
15	13	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
20	14	< 0.1%
25	15	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
99999	5	< 0.1%
99990	1	< 0.1%
99900	1	< 0.1%
98430	1	< 0.1%
98000	2	< 0.1%
97500	1	< 0.1%
95400	1	< 0.1%
95000	1	< 0.1%
93900	1	< 0.1%
93490	1	< 0.1%

v_0
Real number (ℝ)

Distinct	143997
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.406268

Minimum	30.451976
Maximum	52.304178
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	30.451976
5-th percentile	40.99571
Q1	43.135799
median	44.610266
Q3	46.004721
95-th percentile	47.747258
Maximum	52.304178
Range	21.852202
Interquartile range (IQR)	2.868922

Descriptive statistics

Standard deviation	2.4575479
Coefficient of variation (CV)	0.055342366
Kurtosis	3.993841
Mean	44.406268
Median Absolute Deviation (MAD)	1.4315966
Skewness	-1.3167123
Sum	6660940.1
Variance	6.0395417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.34911469	20	< 0.1%
48.0872165	16	< 0.1%
47.84035689	15	< 0.1%
47.56845031	15	< 0.1%
48.25143023	15	< 0.1%
48.61814962	15	< 0.1%
48.26590733	14	< 0.1%
47.80298905	14	< 0.1%
48.43343972	14	< 0.1%
47.66644402	12	< 0.1%
Other values (143987)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.45197649	1	< 0.1%
30.6073942	1	< 0.1%
30.82789938	1	< 0.1%
30.8293016	1	< 0.1%
31.00220029	1	< 0.1%
31.13332226	1	< 0.1%
31.1672467	1	< 0.1%
31.19599597	1	< 0.1%
31.20472404	1	< 0.1%
31.35749359	1	< 0.1%

Value	Count	Frequency (%)
52.30417826	1	< 0.1%
51.88151656	1	< 0.1%
51.81542136	1	< 0.1%
51.71244476	1	< 0.1%
51.70440641	1	< 0.1%
51.68533666	1	< 0.1%
51.67110972	1	< 0.1%
51.53702837	1	< 0.1%
51.50328004	1	< 0.1%
51.49904119	1	< 0.1%

v_1
Real number (ℝ)

Distinct	143998
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.044809123

Minimum	-4.2955889
Maximum	7.3203084
Zeros	0
Zeros (%)	0.0%
Negative	84634
Negative (%)	56.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.2955889
5-th percentile	-3.3151056
Q1	-3.1923493
median	-3.0526714
Q3	4.0006698
95-th percentile	5.1564935
Maximum	7.3203084
Range	11.615897
Interquartile range (IQR)	7.1930191

Descriptive statistics

Standard deviation	3.641893
Coefficient of variation (CV)	-81.275704
Kurtosis	-1.753017
Mean	-0.044809123
Median Absolute Deviation (MAD)	0.24736096
Skewness	0.35945429
Sum	-6721.3685
Variance	13.263385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.245133027	20	< 0.1%
3.183322711	16	< 0.1%
3.354949272	15	< 0.1%
2.796738683	15	< 0.1%
1.942731923	15	< 0.1%
3.116687784	15	< 0.1%
3.195363167	14	< 0.1%
2.886858389	14	< 0.1%
3.396243998	14	< 0.1%
3.400294632	12	< 0.1%
Other values (143988)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.295588903	1	< 0.1%
-4.236904217	1	< 0.1%
-4.200243504	1	< 0.1%
-4.169894283	1	< 0.1%
-4.11464681	1	< 0.1%
-4.113637116	1	< 0.1%
-4.094806822	1	< 0.1%
-4.092314283	1	< 0.1%
-4.076773353	1	< 0.1%
-4.066382172	1	< 0.1%

Value	Count	Frequency (%)
7.320308375	1	< 0.1%
7.299601831	1	< 0.1%
7.270447755	1	< 0.1%
7.251385223	1	< 0.1%
7.189598872	1	< 0.1%
7.094314527	1	< 0.1%
7.073286121	1	< 0.1%
7.016977744	1	< 0.1%
7.005886041	1	< 0.1%
6.990545362	1	< 0.1%

v_2
Real number (ℝ)

Distinct	143997
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.080765058

Minimum	-4.4706714
Maximum	19.035496
Zeros	0
Zeros (%)	0.0%
Negative	99360
Negative (%)	66.2%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.4706714
5-th percentile	-1.7806403
Q1	-0.9706712
median	-0.38294689
Q3	0.24133485
95-th percentile	1.2280789
Maximum	19.035496
Range	23.506168
Interquartile range (IQR)	1.2120061

Descriptive statistics

Standard deviation	2.9296179
Coefficient of variation (CV)	36.273334
Kurtosis	23.860591
Mean	0.080765058
Median Absolute Deviation (MAD)	0.60519791
Skewness	4.8425559
Sum	12114.759
Variance	8.5826613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3498599506	20	< 0.1%
0.8265767659	16	< 0.1%
0.9806164814	15	< 0.1%
0.8877624977	15	< 0.1%
-0.1583641418	15	< 0.1%
0.0307076025	15	< 0.1%
-0.1289230628	14	< 0.1%
0.9858723586	14	< 0.1%
-0.0281644461	14	< 0.1%
0.9579955007	12	< 0.1%
Other values (143987)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.47067143	1	< 0.1%
-4.155742905	1	< 0.1%
-4.022534299	1	< 0.1%
-3.741392553	1	< 0.1%
-3.737970421	2	< 0.1%
-3.68677156	1	< 0.1%
-3.682250972	1	< 0.1%
-3.675345093	1	< 0.1%
-3.507759003	1	< 0.1%
-3.489002191	1	< 0.1%

Value	Count	Frequency (%)
19.0354965	1	< 0.1%
18.99430891	1	< 0.1%
18.80211771	1	< 0.1%
18.67641395	1	< 0.1%
18.65675078	1	< 0.1%
18.65604742	1	< 0.1%
18.62893923	1	< 0.1%
18.60843557	1	< 0.1%
18.59142716	1	< 0.1%
18.57870597	1	< 0.1%

v_3
Real number (ℝ)

Distinct	143998
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.078833423

Minimum	-7.2750367
Maximum	9.8547015
Zeros	0
Zeros (%)	0.0%
Negative	72655
Negative (%)	48.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-7.2750367
5-th percentile	-3.1737229
Q1	-1.46258
median	0.099721985
Q3	1.5658382
95-th percentile	3.345999
Maximum	9.8547015
Range	17.129738
Interquartile range (IQR)	3.0284182

Descriptive statistics

Standard deviation	2.026514
Coefficient of variation (CV)	25.70628
Kurtosis	-0.41800589
Mean	0.078833423
Median Absolute Deviation (MAD)	1.5117559
Skewness	0.10629204
Sum	11825.014
Variance	4.1067591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2182005123	20	< 0.1%
-1.312989982	16	< 0.1%
-1.619872925	15	< 0.1%
-1.61243245	15	< 0.1%
-2.006612314	15	< 0.1%
-1.382756053	15	< 0.1%
-1.690953035	14	< 0.1%
-1.713509257	14	< 0.1%
-1.881849681	14	< 0.1%
-1.199487739	12	< 0.1%
Other values (143988)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.275036707	1	< 0.1%
-5.817029459	1	< 0.1%
-5.50069172	1	< 0.1%
-5.455090672	1	< 0.1%
-5.416255161	1	< 0.1%
-5.41133044	1	< 0.1%
-5.409722417	1	< 0.1%
-5.400667117	1	< 0.1%
-5.331371291	1	< 0.1%
-5.327160595	1	< 0.1%

Value	Count	Frequency (%)
9.854701534	1	< 0.1%
9.369226864	1	< 0.1%
9.181525054	1	< 0.1%
9.121567529	1	< 0.1%
9.102653962	1	< 0.1%
9.026275904	1	< 0.1%
8.863299311	1	< 0.1%
8.787827805	1	< 0.1%
8.699457621	1	< 0.1%
8.672858356	1	< 0.1%

v_4
Real number (ℝ)

Distinct	143998
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.017874615

Minimum	-4.3645652
Maximum	6.8293516
Zeros	0
Zeros (%)	0.0%
Negative	77887
Negative (%)	51.9%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.3645652
5-th percentile	-1.6946815
Q1	-0.92119148
median	-0.075910429
Q3	0.86875844
95-th percentile	2.1008146
Maximum	6.8293516
Range	11.193917
Interquartile range (IQR)	1.7899499

Descriptive statistics

Standard deviation	1.1936614
Coefficient of variation (CV)	66.779699
Kurtosis	-0.19729524
Mean	0.017874615
Median Absolute Deviation (MAD)	0.88815762
Skewness	0.36798897
Sum	2681.1922
Variance	1.4248275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.626828233	20	< 0.1%
0.6967751761	16	< 0.1%
1.23545786	15	< 0.1%
-0.3649862222	15	< 0.1%
-0.3658995025	15	< 0.1%
-0.3798153928	15	< 0.1%
-0.3932832081	14	< 0.1%
-0.3048146874	14	< 0.1%
1.617135927	14	< 0.1%
-0.2910286045	12	< 0.1%
Other values (143988)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.364565242	1	< 0.1%
-4.233625966	1	< 0.1%
-4.211500995	1	< 0.1%
-4.156168164	1	< 0.1%
-4.095555032	1	< 0.1%
-4.068386996	1	< 0.1%
-4.052596216	1	< 0.1%
-4.047408072	1	< 0.1%
-4.031993263	1	< 0.1%
-4.025980936	1	< 0.1%

Value	Count	Frequency (%)
6.82935164	1	< 0.1%
4.95909398	1	< 0.1%
4.955469803	1	< 0.1%
4.87727069	1	< 0.1%
4.846567074	1	< 0.1%
4.773484372	1	< 0.1%
4.772406485	1	< 0.1%
4.737806104	1	< 0.1%
4.718781351	1	< 0.1%
4.701143925	1	< 0.1%

v_5
Real number (ℝ)

ZEROS

Distinct	139624
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24820353

Minimum	0
Maximum	0.29183811
Zeros	4485
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0.22705934
Q1	0.24361535
median	0.25779797
Q3	0.26529726
95-th percentile	0.27790349
Maximum	0.29183811
Range	0.29183811
Interquartile range (IQR)	0.021681906

Descriptive statistics

Standard deviation	0.045803971
Coefficient of variation (CV)	0.18454198
Kurtosis	22.934081
Mean	0.24820353
Median Absolute Deviation (MAD)	0.0096770482
Skewness	-4.7370939
Sum	37230.529
Variance	0.0020980038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4485	3.0%
0.2694058132	20	< 0.1%
0.2562264318	16	< 0.1%
0.2657638553	15	< 0.1%
0.2609957841	15	< 0.1%
0.2770966197	15	< 0.1%
0.2610820816	15	< 0.1%
0.263125818	14	< 0.1%
0.2773974215	14	< 0.1%
0.2606313746	14	< 0.1%
Other values (139614)	145377	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4485	3.0%
1.182991951 × 10^-5	1	< 0.1%
3.541627639 × 10^-5	1	< 0.1%
4.983770368 × 10^-5	1	< 0.1%
9.987459124 × 10^-5	1	< 0.1%
0.0001319884273	1	< 0.1%
0.0001341899907	1	< 0.1%
0.0001389430213	1	< 0.1%
0.0002295379476	2	< 0.1%
0.0002457688932	1	< 0.1%

Value	Count	Frequency (%)
0.2918381131	1	< 0.1%
0.2916221047	1	< 0.1%
0.291473069	1	< 0.1%
0.2914312843	1	< 0.1%
0.291293837	1	< 0.1%
0.2912163495	1	< 0.1%
0.2912007402	1	< 0.1%
0.2911755611	1	< 0.1%
0.2911123139	1	< 0.1%
0.2910892738	1	< 0.1%

v_6
Real number (ℝ)

ZEROS

Distinct	109766
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.044923004

Minimum	0
Maximum	0.1514196
Zeros	35465
Zeros (%)	23.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.8110998 × 10^-5
median	0.00081205862
Q3	0.1020093
95-th percentile	0.11964059
Maximum	0.1514196
Range	0.1514196
Interquartile range (IQR)	0.10197119

Descriptive statistics

Standard deviation	0.051742787
Coefficient of variation (CV)	1.1518105
Kurtosis	-1.7425667
Mean	0.044923004
Median Absolute Deviation (MAD)	0.00081205862
Skewness	0.36807304
Sum	6738.4506
Variance	0.0026773161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35465	23.6%
5.281627533 × 10^-5	20	< 0.1%
0.09347230563	16	< 0.1%
0.07521186781	15	< 0.1%
0.09188745529	15	< 0.1%
0.09502883385	15	< 0.1%
0.08756163723	15	< 0.1%
0.09285305161	14	< 0.1%
0.08870361553	14	< 0.1%
0.09545229844	14	< 0.1%
Other values (109756)	114397	76.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35465	23.6%
1.498903956 × 10^-8	1	< 0.1%
1.855559964 × 10^-8	1	< 0.1%
3.458416163 × 10^-8	1	< 0.1%
5.365260697 × 10^-8	1	< 0.1%
6.360355517 × 10^-8	1	< 0.1%
8.652398178 × 10^-8	1	< 0.1%
1.114472255 × 10^-7	1	< 0.1%
1.211383514 × 10^-7	1	< 0.1%
1.306585345 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
0.1514195959	1	< 0.1%
0.1511057713	1	< 0.1%
0.1503892133	1	< 0.1%
0.1503220462	1	< 0.1%
0.1499101503	1	< 0.1%
0.149584872	1	< 0.1%
0.1495521597	1	< 0.1%
0.148994472	1	< 0.1%
0.1483283726	1	< 0.1%
0.1478861386	1	< 0.1%

v_7
Real number (ℝ)

ZEROS

Distinct	138709
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12469246

Minimum	0
Maximum	1.4049364
Zeros	5467
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0.007337314
Q1	0.062473533
median	0.095865898
Q3	0.12524294
95-th percentile	0.1681911
Maximum	1.4049364
Range	1.4049364
Interquartile range (IQR)	0.062769412

Descriptive statistics

Standard deviation	0.20140953
Coefficient of variation (CV)	1.6152503
Kurtosis	25.845489
Mean	0.12469246
Median Absolute Deviation (MAD)	0.031055391
Skewness	5.130233
Sum	18703.869
Variance	0.040565799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5467	3.6%
0.1242125722	20	< 0.1%
0.1302719182	16	< 0.1%
0.05167975228	15	< 0.1%
0.08159521024	15	< 0.1%
0.139667344	15	< 0.1%
0.1409074869	15	< 0.1%
0.1408648003	14	< 0.1%
0.0451710962	14	< 0.1%
0.07292957058	14	< 0.1%
Other values (138699)	144395	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5467	3.6%
8.788703506 × 10^-7	1	< 0.1%
4.967235703 × 10^-6	1	< 0.1%
5.313628437 × 10^-6	1	< 0.1%
7.115923657 × 10^-6	1	< 0.1%
9.02865141 × 10^-6	1	< 0.1%
1.028944288 × 10^-5	1	< 0.1%
1.411220448 × 10^-5	1	< 0.1%
1.482224932 × 10^-5	1	< 0.1%
1.720118199 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1.404936375	1	< 0.1%
1.401999012	1	< 0.1%
1.387846594	1	< 0.1%
1.385366787	1	< 0.1%
1.372934179	1	< 0.1%
1.371788211	1	< 0.1%
1.361038928	1	< 0.1%
1.355847455	1	< 0.1%
1.350293272	1	< 0.1%
1.349305751	1	< 0.1%

v_8
Real number (ℝ)

ZEROS

Distinct	142451
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.058143855

Minimum	0
Maximum	0.16079099
Zeros	1597
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0.013531564
Q1	0.035333687
median	0.057013598
Q3	0.079381571
95-th percentile	0.1087994
Maximum	0.16079099
Range	0.16079099
Interquartile range (IQR)	0.044047884

Descriptive statistics

Standard deviation	0.029185756
Coefficient of variation (CV)	0.5019577
Kurtosis	-0.63622526
Mean	0.058143855
Median Absolute Deviation (MAD)	0.021998981
Skewness	0.20461326
Sum	8721.5782
Variance	0.00085180833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1597	1.1%
0.06735800888	20	< 0.1%
0.07474168883	16	< 0.1%
0.08469556352	15	< 0.1%
0.0732681433	15	< 0.1%
0.07666355645	15	< 0.1%
0.07590468059	15	< 0.1%
0.07865835259	14	< 0.1%
0.07537557616	14	< 0.1%
0.08058404544	14	< 0.1%
Other values (142441)	148265	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1597	1.1%
9.229282312 × 10^-7	1	< 0.1%
2.029666399 × 10^-6	1	< 0.1%
4.413213728 × 10^-6	1	< 0.1%
6.403629719 × 10^-6	1	< 0.1%
7.995614707 × 10^-6	1	< 0.1%
1.003058269 × 10^-5	1	< 0.1%
1.39975955 × 10^-5	1	< 0.1%
2.333513684 × 10^-5	1	< 0.1%
2.457165374 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.1607909853	1	< 0.1%
0.1597096024	1	< 0.1%
0.1577662813	1	< 0.1%
0.1555761419	1	< 0.1%
0.1538494068	1	< 0.1%
0.1534977751	1	< 0.1%
0.1534439223	1	< 0.1%
0.1532394252	1	< 0.1%
0.1523150865	1	< 0.1%
0.1520849765	1	< 0.1%

v_9
Real number (ℝ)

ZEROS

Distinct	140617
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.061995895

Minimum	0
Maximum	0.22278749
Zeros	3486
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0094964961
Q1	0.033930177
median	0.058483667
Q3	0.087490548
95-th percentile	0.12484144
Maximum	0.22278749
Range	0.22278749
Interquartile range (IQR)	0.053560371

Descriptive statistics

Standard deviation	0.035691979
Coefficient of variation (CV)	0.5757152
Kurtosis	-0.32149118
Mean	0.061995895
Median Absolute Deviation (MAD)	0.026549849
Skewness	0.41950075
Sum	9299.3842
Variance	0.0012739173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3486	2.3%
0.01486672915	20	< 0.1%
0.08276476968	16	< 0.1%
0.04587739606	15	< 0.1%
0.04676530325	15	< 0.1%
0.1011497378	15	< 0.1%
0.05153510167	15	< 0.1%
0.04961071498	14	< 0.1%
0.04820274816	14	< 0.1%
0.11088657	14	< 0.1%
Other values (140607)	146376	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3486	2.3%
1.271994569 × 10^-6	1	< 0.1%
3.552864466 × 10^-6	1	< 0.1%
5.529589418 × 10^-6	1	< 0.1%
7.708846052 × 10^-6	1	< 0.1%
1.116667106 × 10^-5	1	< 0.1%
1.12864626 × 10^-5	1	< 0.1%
1.168502825 × 10^-5	1	< 0.1%
1.377531526 × 10^-5	1	< 0.1%
1.44913339 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.2227874876	1	< 0.1%
0.2136169591	1	< 0.1%
0.2117691737	1	< 0.1%
0.211074674	1	< 0.1%
0.2104021627	1	< 0.1%
0.2077164321	1	< 0.1%
0.2058236921	1	< 0.1%
0.2057341112	1	< 0.1%
0.2016334275	1	< 0.1%
0.2014128192	1	< 0.1%

v_10
Real number (ℝ)

Distinct	143997
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0010002388

Minimum	-9.1681924
Maximum	12.357011
Zeros	0
Zeros (%)	0.0%
Negative	63813
Negative (%)	42.5%
Memory size	1.1 MiB

Quantile statistics

Minimum	-9.1681924
5-th percentile	-5.6589034
Q1	-3.7223029
median	1.6240763
Q3	2.8443568
95-th percentile	4.0561721
Maximum	12.357011
Range	21.525203
Interquartile range (IQR)	6.5666597

Descriptive statistics

Standard deviation	3.7723864
Coefficient of variation (CV)	-3771.4857
Kurtosis	-0.57793506
Mean	-0.0010002388
Median Absolute Deviation (MAD)	2.148034
Skewness	0.025220464
Sum	-150.03582
Variance	14.230899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.329386406	20	< 0.1%
-4.303480552	16	< 0.1%
-3.163235777	15	< 0.1%
-4.047399926	15	< 0.1%
-4.757358503	15	< 0.1%
-4.383928893	15	< 0.1%
-4.815884497	14	< 0.1%
-3.950857205	14	< 0.1%
-4.686442272	14	< 0.1%
-4.294578317	12	< 0.1%
Other values (143987)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9.16819241	1	< 0.1%
-9.109525099	1	< 0.1%
-8.798809873	1	< 0.1%
-8.776898545	1	< 0.1%
-8.563886287	1	< 0.1%
-8.531404712	1	< 0.1%
-8.439577663	1	< 0.1%
-8.436945425	1	< 0.1%
-8.420194943	1	< 0.1%
-8.403006064	1	< 0.1%

Value	Count	Frequency (%)
12.35701062	1	< 0.1%
12.3193027	1	< 0.1%
12.28529882	1	< 0.1%
12.18050295	1	< 0.1%
12.16900107	1	< 0.1%
12.14841596	1	< 0.1%
12.14642666	1	< 0.1%
12.13089307	1	< 0.1%
12.118343	1	< 0.1%
12.10309392	1	< 0.1%

v_11
Real number (ℝ)

Distinct	143997
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0090345435

Minimum	-5.5582067
Maximum	18.819042
Zeros	0
Zeros (%)	0.0%
Negative	83038
Negative (%)	55.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-5.5582067
5-th percentile	-3.3737624
Q1	-1.951543
median	-0.3580527
Q3	1.2550217
95-th percentile	2.8407118
Maximum	18.819042
Range	24.377249
Interquartile range (IQR)	3.2065647

Descriptive statistics

Standard deviation	3.2860712
Coefficient of variation (CV)	363.723
Kurtosis	12.568731
Mean	0.0090345435
Median Absolute Deviation (MAD)	1.603479
Skewness	3.0291458
Sum	1355.1815
Variance	10.798264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.255590644	20	< 0.1%
-0.3300530272	16	< 0.1%
-0.8026135578	15	< 0.1%
-0.07987170397	15	< 0.1%
-1.107940254	15	< 0.1%
-1.436493608	15	< 0.1%
-1.124892465	14	< 0.1%
-0.3059463708	14	< 0.1%
-1.229805655	14	< 0.1%
0.09586985004	12	< 0.1%
Other values (143987)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.558206704	1	< 0.1%
-5.403044225	1	< 0.1%
-5.391154102	1	< 0.1%
-5.366580189	1	< 0.1%
-5.362860991	1	< 0.1%
-5.357751062	1	< 0.1%
-5.323257711	1	< 0.1%
-5.319742393	1	< 0.1%
-5.306671718	2	< 0.1%
-5.300744095	1	< 0.1%

Value	Count	Frequency (%)
18.81904247	1	< 0.1%
18.80207184	1	< 0.1%
18.80121836	1	< 0.1%
18.7871018	1	< 0.1%
18.76544301	1	< 0.1%
18.75896469	1	< 0.1%
18.74829267	1	< 0.1%
18.74622928	1	< 0.1%
18.74444509	1	< 0.1%
18.73119891	1	< 0.1%

v_12
Real number (ℝ)

Distinct	143997
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0048125953

Minimum	-9.6395521
Maximum	13.847792
Zeros	0
Zeros (%)	0.0%
Negative	77843
Negative (%)	51.9%
Memory size	1.1 MiB

Quantile statistics

Minimum	-9.6395521
5-th percentile	-3.7901162
Q1	-1.8718458
median	-0.13075332
Q3	1.7769329
95-th percentile	4.1004043
Maximum	13.847792
Range	23.487344
Interquartile range (IQR)	3.6487787

Descriptive statistics

Standard deviation	2.5174777
Coefficient of variation (CV)	523.10189
Kurtosis	0.26893739
Mean	0.0048125953
Median Absolute Deviation (MAD)	1.8196594
Skewness	0.3653576
Sum	721.88929
Variance	6.3376939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8474330653	20	< 0.1%
2.486296944	16	< 0.1%
3.097962759	15	< 0.1%
2.375255682	15	< 0.1%
2.10447048	15	< 0.1%
2.515776809	15	< 0.1%
2.260273184	14	< 0.1%
2.76974006	14	< 0.1%
2.387382343	14	< 0.1%
2.291053577	12	< 0.1%
Other values (143987)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9.639552114	1	< 0.1%
-9.404105892	1	< 0.1%
-9.288895057	1	< 0.1%
-9.223992577	1	< 0.1%
-8.679290001	1	< 0.1%
-8.29342315	1	< 0.1%
-7.994811006	1	< 0.1%
-7.940938452	1	< 0.1%
-7.882603027	1	< 0.1%
-7.781645479	1	< 0.1%

Value	Count	Frequency (%)
13.84779152	1	< 0.1%
13.56201137	1	< 0.1%
13.11304284	1	< 0.1%
13.08366141	1	< 0.1%
12.97305681	1	< 0.1%
12.96450244	1	< 0.1%
12.86928093	1	< 0.1%
12.69309179	1	< 0.1%
12.69220083	1	< 0.1%
12.53388557	1	< 0.1%

v_13
Real number (ℝ)

Distinct	143998
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00031261194

Minimum	-4.1538988
Maximum	11.147669
Zeros	0
Zeros (%)	0.0%
Negative	76475
Negative (%)	51.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.1538988
5-th percentile	-1.931084
Q1	-1.057789
median	-0.036244604
Q3	0.94281308
95-th percentile	2.1877945
Maximum	11.147669
Range	15.301567
Interquartile range (IQR)	2.0006021

Descriptive statistics

Standard deviation	1.2889876
Coefficient of variation (CV)	4123.2834
Kurtosis	-0.43827402
Mean	0.00031261194
Median Absolute Deviation (MAD)	1.0028439
Skewness	0.26791519
Sum	46.891792
Variance	1.6614891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.698496921	20	< 0.1%
-0.04346267135	16	< 0.1%
0.548696614	15	< 0.1%
-0.8346971591	15	< 0.1%
-0.3678552551	15	< 0.1%
-0.499452746	15	< 0.1%
-0.6628001058	14	< 0.1%
-0.3759573692	14	< 0.1%
1.037323962	14	< 0.1%
-0.4777935057	12	< 0.1%
Other values (143988)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.153898796	1	< 0.1%
-4.102768496	1	< 0.1%
-4.074922408	1	< 0.1%
-4.0721217	1	< 0.1%
-4.069742029	1	< 0.1%
-4.067599018	1	< 0.1%
-4.061925627	2	< 0.1%
-4.056964719	1	< 0.1%
-4.051594748	1	< 0.1%
-4.050647538	1	< 0.1%

Value	Count	Frequency (%)
11.14766861	1	< 0.1%
5.249749785	1	< 0.1%
5.249572137	1	< 0.1%
5.23233722	1	< 0.1%
5.228602135	1	< 0.1%
5.211531428	1	< 0.1%
5.202267249	1	< 0.1%
5.154822212	1	< 0.1%
5.148795243	1	< 0.1%
5.140787075	1	< 0.1%

v_14
Real number (ℝ)

Distinct	143998
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00068823144

Minimum	-6.546556
Maximum	8.6584179
Zeros	0
Zeros (%)	0.0%
Negative	63783
Negative (%)	42.5%
Memory size	1.1 MiB

Quantile statistics

Minimum	-6.546556
5-th percentile	-2.1091609
Q1	-0.43703367
median	0.14124599
Q3	0.68037807
95-th percentile	1.3656396
Maximum	8.6584179
Range	15.204974
Interquartile range (IQR)	1.1174117

Descriptive statistics

Standard deviation	1.0386852
Coefficient of variation (CV)	-1509.2091
Kurtosis	2.3935259
Mean	-0.00068823144
Median Absolute Deviation (MAD)	0.55738124
Skewness	-1.1863553
Sum	-103.23472
Variance	1.0788668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.003014936599	20	< 0.1%
-2.290343715	16	< 0.1%
-3.059444119	15	< 0.1%
-1.330412484	15	< 0.1%
1.02748673	15	< 0.1%
0.8695861711	15	< 0.1%
-0.5508258348	14	< 0.1%
0.9797061334	14	< 0.1%
-2.488781485	14	< 0.1%
1.162447648	12	< 0.1%
Other values (143988)	149850	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.546555965	1	< 0.1%
-6.124708498	1	< 0.1%
-6.123291914	1	< 0.1%
-6.113291304	1	< 0.1%
-6.066107398	1	< 0.1%
-6.063769659	1	< 0.1%
-6.054216129	1	< 0.1%
-6.042293499	1	< 0.1%
-6.039043811	1	< 0.1%
-6.03287148	1	< 0.1%

Value	Count	Frequency (%)
8.658417877	1	< 0.1%
2.743992717	1	< 0.1%
2.729442487	1	< 0.1%
2.697364726	1	< 0.1%
2.628865462	1	< 0.1%
2.610131228	1	< 0.1%
2.597003108	1	< 0.1%
2.594483625	1	< 0.1%
2.589690085	1	< 0.1%
2.589234092	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	SaleID	name	regDate	model	brand	bodyType	fuelType	gearbox	power	kilometer	notRepairedDamage	regionCode	creatDate	price	v_0	v_1	v_2	v_3	v_4	v_5	v_6	v_7	v_8	v_9	v_10	v_11	v_12	v_13	v_14
0	0	736	20040402	30.0	6	1.0	0.0	0.0	60	12.5	0.0	1046	20160404	1850	43.357796	3.966344	0.050257	2.159744	1.143786	0.235676	0.101988	0.129549	0.022816	0.097462	-2.881803	2.804097	-2.420821	0.795292	0.914762
1	1	2262	20030301	40.0	1	2.0	0.0	0.0	0	15.0	-	4366	20160309	3600	45.305273	5.236112	0.137925	1.380657	-1.422165	0.264777	0.121004	0.135731	0.026597	0.020582	-4.900482	2.096338	-1.030483	-1.722674	0.245522
2	2	14874	20040403	115.0	15	1.0	0.0	0.0	163	12.5	0.0	2806	20160402	6222	45.978359	4.823792	1.319524	-0.998467	-0.996911	0.251410	0.114912	0.165147	0.062173	0.027075	-4.846749	1.803559	1.565330	-0.832687	-0.229963
3	3	71865	19960908	109.0	10	0.0	0.0	1.0	193	15.0	0.0	434	20160312	2400	45.687478	4.492574	-0.050616	0.883600	-2.228079	0.274293	0.110300	0.121964	0.033395	0.000000	-4.509599	1.285940	-0.501868	-2.438353	-0.478699
4	4	111080	20120103	110.0	5	1.0	0.0	0.0	68	5.0	0.0	6977	20160313	5200	44.383511	2.031433	0.572169	-1.571239	2.246088	0.228036	0.073205	0.091880	0.078819	0.121534	-1.896240	0.910783	0.931110	2.834518	1.923482
5	5	137642	20090602	24.0	10	0.0	1.0	0.0	109	10.0	0.0	3690	20160319	8000	46.323165	-3.229285	0.156615	-1.727217	-0.345690	0.260246	0.000518	0.119838	0.090922	0.048769	1.885526	-2.721943	2.457660	-0.286973	0.206573
6	6	2402	19990411	13.0	4	0.0	0.0	1.0	150	15.0	0.0	3073	20160317	3500	46.104335	4.926219	0.113311	1.644606	-1.270381	0.267998	0.117675	0.142334	0.025446	0.028174	-4.902200	1.610616	-0.834605	-1.996117	-0.103180
7	7	165346	19990706	26.0	14	1.0	0.0	0.0	101	15.0	0.0	4000	20160326	1000	42.255586	-3.167771	-0.676693	1.942673	0.524206	0.239506	0.000000	0.122943	0.039839	0.082413	3.693829	-0.245014	-2.192810	0.236728	0.195567
8	8	2974	20030205	19.0	1	2.0	1.0	1.0	179	15.0	0.0	4679	20160326	2850	46.084888	4.893717	0.475333	0.556575	-1.262490	0.263833	0.116583	0.144255	0.039851	0.024388	-4.925234	1.587796	0.075348	-1.551098	0.069433
9	9	82021	19980101	7.0	7	5.0	0.0	0.0	88	15.0	0.0	302	20160402	650	43.074626	1.666386	-2.201545	3.096861	0.843852	0.262473	0.068267	0.012176	0.010291	0.098727	-1.089584	0.600683	-4.186210	0.198273	-1.025822

	SaleID	name	regDate	model	brand	bodyType	fuelType	gearbox	power	kilometer	regionCode	creatDate	price	v_0	v_1	v_2	v_3	v_4	v_5	v_6	v_7	v_8	v_9	v_10	v_11	v_12	v_13	v_14
149990	149990	34661	20011207	41.0	6	1.0	0.0	0.0	60	8.0	6068	20160331	450	41.583949	-3.180839	-0.979553	3.072364	1.835741	0.229719	0.000000	0.115674	0.026696	0.123634	4.084478	0.243821	-3.505239	1.285790	0.856962
149991	149991	54959	20120401	47.0	1	5.0	0.0	1.0	211	5.0	4225	20160321	24950	48.728180	5.614035	0.703266	-3.768265	-1.347244	0.279264	0.125922	0.068898	0.095320	0.012592	-7.088874	-0.425371	4.044331	-0.633829	0.586724
149992	149992	183499	20001206	32.0	8	1.0	0.0	0.0	82	15.0	5102	20160309	950	41.993906	-3.126642	-0.795836	1.808947	1.203226	0.234736	0.000000	0.105834	0.042096	0.102435	3.735963	-0.176973	-2.353203	0.998859	-0.085879
149993	149993	72087	20041103	184.0	11	0.0	1.0	0.0	140	2.0	519	20160324	4399	44.175418	-3.045687	-0.886965	-1.392449	0.448469	0.255349	0.000413	0.041439	0.082465	0.074247	2.374701	-2.196298	0.642920	0.900097	-0.721607
149994	149994	43073	20120107	42.0	1	1.0	0.0	0.0	122	3.0	5053	20160324	14780	47.055121	4.733281	1.851484	-1.885076	1.219955	0.235129	0.114628	0.170323	0.080325	0.091744	-5.138297	1.442491	2.812579	0.951352	-1.600794
149995	149995	163978	20000607	121.0	10	4.0	0.0	1.0	163	15.0	4576	20160327	5900	45.316543	-3.139095	-1.269707	-0.736609	-1.505820	0.280264	0.000310	0.048441	0.071158	0.019174	1.988114	-2.983973	0.589167	-1.304370	-0.302592
149996	149996	184535	20091102	116.0	11	0.0	0.0	0.0	125	10.0	2826	20160312	9500	45.972058	-3.143764	-0.023523	-2.366699	0.698012	0.253217	0.000777	0.084079	0.099681	0.079371	1.839166	-2.774615	2.553994	0.924196	-0.272160
149997	149997	147587	20101003	60.0	11	1.0	1.0	0.0	90	6.0	3302	20160328	7500	44.733481	-3.105721	0.595454	-2.279091	1.423661	0.233353	0.000705	0.118872	0.100118	0.097914	2.439812	-1.630677	2.290197	1.891922	0.414931
149998	149998	45907	20060312	34.0	10	3.0	1.0	0.0	156	15.0	1877	20160401	4999	45.658634	-3.204785	-0.441680	-1.179812	0.620680	0.256369	0.000252	0.081479	0.083558	0.081498	2.075380	-2.633719	1.414937	0.431981	-1.659014
149999	149999	177672	19990204	19.0	28	6.0	0.0	1.0	193	12.5	235	20160305	4700	45.536383	-3.200326	-1.612893	-0.067144	-1.396166	0.284475	0.000000	0.040072	0.062543	0.025819	1.978453	-3.179913	0.031724	-1.483350	-0.342674

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample